R: Local Principal Curve Methods

# Local Principal Curve Methods

## Documentation for package ‘LPCM’ version 0.47-6

- DESCRIPTION file
- Package NEWS
- Package README

## Help Pages

LPCM-package | Local principal curve methods
base.Rc | Measuring goodness-of-fit for principal objects.
calspeedflow | Speed-flow data from California.
coverage | Coverage and self-coverage plots.
coverage.raw | Coverage and self-coverage plots.
distancevector | Auxiliary kernel and distance functions.
enorm | Auxiliary kernel and distance functions.
followx | Fit an individual branch of a local principal curve.
gaia | Gaia data
gvessel | North Atlantic Water Temperature Data.
kdex | Auxiliary kernel and distance functions.
kern | Auxiliary kernel and distance functions.
kernd | Auxiliary kernel and distance functions.
lpc | Local principal curves
lpc.control | Auxiliary parameters for controlling local principal curves.
lpc.coverage | Coverage and self-coverage plots.
lpc.curve.length | Auxiliary functions for spline fitting and projection.
lpc.fit.spline | Auxiliary functions for spline fitting and projection.
lpc.project | Projection onto LPC
lpc.project.spline | Auxiliary functions for spline fitting and projection.
lpc.self.coverage | Coverage and self-coverage plots.
lpc.spline | Representing local principal curves through a cubic spline.
lpc.spline.eval | Auxiliary functions for spline fitting and projection.
lpc.splinefun | Auxiliary functions for spline fitting and projection.
LPCM | Local principal curve methods
meanshift | Mean shift procedures.
mindist | Auxiliary kernel and distance functions.
ms | Mean shift clustering.
ms.rep | Mean shift procedures.
ms.rep.min | Mean shift procedures.
ms.self.coverage | Coverage and self-coverage plots.
plot.lpc | Plotting local principal curves and mean shift trajectories
plot.lpc.spline | Plotting local principal curves and mean shift trajectories
plot.ms | Plotting local principal curves and mean shift trajectories
print.lpc | Printing output for lpc, lpc.spline, and ms objects
print.lpc.spline | Printing output for lpc, lpc.spline, and ms objects
print.ms | Printing output for lpc, lpc.spline, and ms objects
Rc | Measuring goodness-of-fit for principal objects.
Rc.lpc | Measuring goodness-of-fit for principal objects.
Rc.lpc.spline | Measuring goodness-of-fit for principal objects.
Rc.ms | Measuring goodness-of-fit for principal objects.
select.self.coverage | Coverage and self-coverage plots.
unscale | Unscaling local principal objects.
unscale.lpc | Unscaling local principal objects.
unscale.lpc.spline | Unscaling local principal objects.
unscale.ms | Unscaling local principal objects.
vecdist | Auxiliary kernel and distance functions.